Multi-objective uniform design as a SVM model selection tool for face recognition.
Weihong LiLijuan LiuWeiguo GongPublished in: Expert Syst. Appl. (2011)
Keyphrases
- model selection
- multi objective
- uniform design
- face recognition
- cross validation
- nsga ii
- evolutionary algorithm
- selection criterion
- feature selection
- multi objective optimization
- hyperparameters
- optimization algorithm
- support vector
- support vector machine svm
- objective function
- regression model
- multiple objectives
- genetic algorithm
- multiobjective optimization
- machine learning
- particle swarm optimization
- model selection criteria
- support vector machine
- bi objective
- ls svm
- generalization error
- bayesian information criterion
- pareto optimal
- multiobjective evolutionary algorithm
- kernel function
- svm classifier
- multi objective problems
- optimum design
- multi objective evolutionary algorithms
- knn
- hyperplane
- principal component analysis